摘要
随着互联网和人工智能的发展,数据的价值越来越得到广泛的重视,尤其是高校的数据价值,研究还处于初探期。本文首先对大数据和用户画像国内外研究现状进行分析,其次基于高校数据进行标签化、模型化,设计出基于高校的学生用户画像的模型,然后以高校学生成绩数据和消费数据为例,实现用户画像模型的初步验证,最后总结围绕高校学生自画像的研究前景,更好挖掘高校数据价值,为后期勤工助学、爱好培养、社团选拔、学生挂科预警、学生未在校预警等提供参考。
With the development of the Intemet and artificial intelligence, the value of the data is more and more widely attention, especially the data value in colleges and universities, the research is still in the preliminary stage. This article first portrait of big data, and user research status, and then based on the data labels, modeling, design based on the college students a picture of the user model, and then use colleges and universities student achievement and consumption data to achieve the user portrait preliminary validation of the model, and finally summed up around the research prospect of the self- portrait of university students, colleges and universities better mining data value, late for work-study, hobby training, community selection, students failed the early wan＇ring, students in school without warning, etc.
出处
《数字技术与应用》
2017年第8期233-234,236,共3页
Digital Technology & Application
